AXISFIRST

Author

Joseph H

1 Intoduction

Hello, I’m Joseph from Morocco.

Inspired by Hans Rosling’s TED Talk, I taught myself data scraping, analysis, and visualization.
This non-academic approach has given me a unique perspective, as reflected in my projects—though it also means I may require a thorough onboarding process to align with team standards.

I’m open to starting as an intern, either full-time or part-time. Regarding time zones, I’m in UTC+1, but I’m flexible and can adjust my schedule to accommodate the team’s needs.

Feel free to reach me at joseph.ergo@proton.me, and to visit my website for more projects josephelhaddad.github.io.

This custom report, generated from processing 1.4 TB of public data locally, aims to explore the workforce dynamics of a company—up to 2020.
Essentially, I am doing research on a company that does research.

2 About the project

The project came to life after realizing that web scraping doesn’t allow deep-level filtering—without consuming too much time.The irony is, this project itself took me about a month, but the final RDB contains more data than I could ever scrape.

The raw data was 1.4 TB in size and holds information previously scraped.
Processing was done on my local machine using Python, Polars, and DuckDB, following this workflow:
- Processed raw data into structured Parquet files using Polars.
- Transformed each Parquet file into mini RDBs using Polars.
- Merged all mini RDBs into one using DuckDB.
- Analyzed and filtered data to fit the current project.

Alt text

3 EDA

3.1 information technology and services indestry’s yearly new recruit count

3.2 axisfirst’s workforce status over the years

4 Workforce sample

4.1 Alex Wang

Job title: Application developer
Socials: https://linkedin.com/in/alex-wang-a84a918

4.1.1 Alex Wang’s working period at axisfirst

4.1.2 Gantt plot of Alex Wang’s experience

4.2 Amanda Brent

Job title: Director of compliance and resourcing
Socials: https://linkedin.com/in/amanda-brent-3321a6157

4.2.1 Amanda Brent’s working period at axisfirst

4.2.2 Gantt plot of Amanda Brent’s experience

4.3 Audrius Budrys

Job title: It engineer
Socials: https://linkedin.com/in/audrius-budrys-4936b7166

4.3.1 Audrius Budrys’s working period at axisfirst

4.3.2 Gantt plot of Audrius Budrys’s experience

4.4 Conrad Craven

Job title: Technical director
Socials: https://linkedin.com/in/conrad-craven-8ba67a153

4.4.1 Conrad Craven’s working period at axisfirst

4.4.2 Gantt plot of Conrad Craven’s experience

4.5 Daniel Wildman

Job title: Technical support analyst
Socials: https://linkedin.com/in/daniel-wildman-a55124151

4.5.1 Daniel Wildman’s working period at axisfirst

4.5.2 Gantt plot of Daniel Wildman’s experience

4.6 David Austin

Job title: Software developer
Socials: https://linkedin.com/in/david-austin-13876516a

4.6.1 David Austin’s working period at axisfirst

4.6.2 Gantt plot of David Austin’s experience

4.7 Jake Basterfield

Job title: Technical service desk analyst - 2nd line
Socials: https://linkedin.com/in/jake-basterfield | https://linkedin.com/in/jake-basterfield-a31b4a99 | https://twitter.com/insurehands

4.7.1 Jake Basterfield’s working period at axisfirst

4.7.2 Gantt plot of Jake Basterfield’s experience

4.8 Jake Ward

Job title: Technical support analyst
Socials: https://linkedin.com/in/jake-ward-a70540b2 | https://facebook.com/lankyfeck

4.8.1 Jake Ward’s working period at axisfirst

4.8.2 Gantt plot of Jake Ward’s experience

4.9 Jason Van Belkum

Job title: Technical service desk analyst
Socials: https://linkedin.com/in/jason-van-belkum | https://linkedin.com/in/jason-van-belkum-bb1b131b

4.9.1 Jason Van Belkum’s working period at axisfirst

4.9.2 Gantt plot of Jason Van Belkum’s experience

4.10 John Foster

Job title: Software services manager
Socials: https://linkedin.com/in/john-foster-93628918

4.10.1 John Foster’s working period at axisfirst

4.10.2 Gantt plot of John Foster’s experience

4.11 Karen Richards

Job title: Software services manager
Socials: https://linkedin.com/in/karen-richards-4b144393

4.11.1 Karen Richards’s working period at axisfirst

4.11.2 Gantt plot of Karen Richards’s experience

4.12 Katharine Dorpman

Job title: Client project services assistant
Socials: https://linkedin.com/in/katharine-dorpman-69a46635

4.12.1 Katharine Dorpman’s working period at axisfirst

4.12.2 Gantt plot of Katharine Dorpman’s experience

4.13 Kerry Evert

Job title: Software implimentation consultant
Socials: https://linkedin.com/in/kerry-cowburn-evert-067b4874 | https://linkedin.com/in/kerry-evert-067b4874

4.13.1 Kerry Evert’s working period at axisfirst

4.13.2 Gantt plot of Kerry Evert’s experience

4.14 Kim Thomas

Job title: Software services consultant
Socials: https://linkedin.com/in/kim-thomas-53951aab | https://facebook.com/xlilangel4lyfx | https://uk.linkedin.com/in/kim-thomas-53951aab

4.14.1 Kim Thomas’s working period at axisfirst

4.14.2 Gantt plot of Kim Thomas’s experience

4.15 Liz Corbin

Job title: Software sales
Socials: https://linkedin.com/in/liz-corbin-81815838

4.15.1 Liz Corbin’s working period at axisfirst

4.15.2 Gantt plot of Liz Corbin’s experience

4.16 Matthew Gale

Job title: Technical relationship manager
Socials: https://linkedin.com/in/matthew-gale-130846180

4.16.1 Matthew Gale’s working period at axisfirst

4.16.2 Gantt plot of Matthew Gale’s experience

4.17 Matthew Riley

Job title: Software consultant
Socials: https://linkedin.com/in/gmriley

4.17.1 Matthew Riley’s working period at axisfirst

4.17.2 Gantt plot of Matthew Riley’s experience

4.18 Nicola Rogers

Job title: Software helpdesk support technician
Socials: https://linkedin.com/in/nicola-rogers-0baa562b

4.18.1 Nicola Rogers’s working period at axisfirst

4.18.2 Gantt plot of Nicola Rogers’s experience

4.19 Paula Ferns

Job title: Sales account manager
Socials: https://linkedin.com/in/paula-ferns-3b545355

4.19.1 Paula Ferns’s working period at axisfirst

4.19.2 Gantt plot of Paula Ferns’s experience

4.20 Raj Koeri

Job title: Technical support engineer
Socials: https://linkedin.com/in/raj-koeri-238a21a9

4.20.1 Raj Koeri’s working period at axisfirst

4.20.2 Gantt plot of Raj Koeri’s experience

4.21 Roy Gore

Job title: Ict product support specialist
Socials: https://linkedin.com/in/roy-gore-309240149

4.21.1 Roy Gore’s working period at axisfirst

4.21.2 Gantt plot of Roy Gore’s experience

4.22 Stewart James

Job title: Software analyst and architect
Socials: https://linkedin.com/in/stewjamesdev

4.22.1 Stewart James’s working period at axisfirst

4.22.2 Gantt plot of Stewart James’s experience

4.23 Surendra Bhadeshia

Job title: Avaya engineer
Socials: https://linkedin.com/in/surendra-bhadeshia-2a796b63

4.23.1 Surendra Bhadeshia’s working period at axisfirst

4.23.2 Gantt plot of Surendra Bhadeshia’s experience

4.24 Tom Williams

Job title: Service desk analyst
Socials: https://linkedin.com/in/tom-williams-a6557b120 | https://facebook.com/tom.williams.73

4.24.1 Tom Williams’s working period at axisfirst

4.24.2 Gantt plot of Tom Williams’s experience

4.25 Tomas Fito

Job title: Web services support consultant
Socials: https://linkedin.com/in/tomasfito

4.25.1 Tomas Fito’s working period at axisfirst

4.25.2 Gantt plot of Tomas Fito’s experience

4.26 Zephie Greyvenstein

Job title: Web applications developer
Socials: https://linkedin.com/in/zephie-greyvenstein-8310b38b